CV
Please download Cheng’s CV here.
Education
Publications
Liu, Y., Guo, C., Ghosh, S. (2025). Post-Editing Vs Neural Machine Translation: A Comparative Study of English ↔ Mandarin Translations in Daily Conversations. In: Degen, H., Ntoa, S. (eds) Artificial Intelligence in HCI. HCII 2025. Lecture Notes in Computer Science(), vol 15820. Springer, Cham. https://doi.org/10.1007/978-3-031-93415-5_22
Guo, C., Liu, Y., Yuan, Y., Zhang, W., Ghosh, S. (2024). Text Characteristics Vector: Rethinking Human-Centered Sentiment Analysis with Emotion-Related Text Characteristics. In: Degen, H., Ntoa, S. (eds) HCI International 2024 – Late Breaking Papers. HCII 2024. Lecture Notes in Computer Science, vol 15382. Springer, Cham. https://doi.org/10.1007/978-3-031-76827-9_12
Sourojit Ghosh, Murtaza Ali, Anna Batra, Cheng Guo, Mohit Jain, Joseph Kang, Julia Kharchenko, Varun Suravajhela, Vincent Zhou, and Cecilia Aragon. (2023). “Do we like this, or do we like like this?” : Reflections on a Human-Centered Machine Learning Approach to Sentiment Analysis. In International Conference on Human-Computer Interaction, pp. 63-82. Cham: Springer Nature Switzerland, 2023.
Y. Feng, C. Guo, B. Wen, P. Sun, Y. Yue, and D. Tao. EmojiCloud: a Tool for Emoji Cloud Visualization. The 5th International Workshop on Emoji Understanding and Applications in Social Media at the 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (EMOJI@NAACL).
Research Experience
- LLM Interpretability and Causal Inference Benchmark Dataset Project
- University of California, San Diego, La Jolla, CA
- April 2024 - Present
- Human-Centered Natural Language Processing Directed Research Group
- University of Washington, Seattle, WA
- January 2022 - July 2023
- InfoSeeking Lab
- University of Washington, Seattle, WA
- April 2021 - May 2022
Skills
- Programming: Python, Java, C/C++, R, Javascript, HTML/CSS, SQL, LaTeX, MATLAB
- Software: PyTorch, TensorFlow, Microsoft Azure AI Platform, Amazon Mechanical Turk, SLURM Workload Manager
- Language: English (Fluent), Chinese (Native), German (Elementary)